The two appeared to be more than just friends as they walked around New York City holding hands. On Monday, the pair was seen walking through SoHo in Manhattan cracking jokes.
"They're happy and having a fun time together," a source told People.
They also were reported to have gone to see "Blue Man Group" together on July 15.
"After the show they popped downstairs to meet the cast," a source told the New York Post. "But Marie, who's on crutches due to a leg injury, had a tough time getting back up to leave. [Taylor] carried her up piggyback."
2014: The Year in Music [PHOTOS]